🧠
LLM Integration
Production pipelines with GPT-4o, Claude 3.5, and Gemini 2.0 — streaming, function-calling, structured outputs, and multi-agent orchestration.
OpenAI APIAnthropic SDKVercel AI SDKGemini
Actively building AI-native products
AI & Skills
From LLM orchestration and RAG pipelines to computer vision and edge inference — a full view of the AI toolkit and engineering stack I bring to every product.
3+
Years with LLMs
15+
AI Projects Shipped
9
AI Domains
40+
Tools Mastered
Intelligence Layer
AI Capabilities
Nine distinct AI disciplines — each applied in shipped, production products.
🔍
RAG & Vector Search
End-to-end retrieval-augmented generation with semantic chunking, HyDE, re-ranking, and hybrid BM25+vector search for accurate, grounded answers.
LangChainLlamaIndexpgvectorPineconeSupabase
👁️
Computer Vision
Real-time object detection, pose estimation, and OCR pipelines deployed to edge for sub-50ms inference in production mobile and web apps.
PyTorchYOLO v9MediaPipeONNXTensorRT
⚙️
Fine-Tuning & LoRA
Parameter-efficient fine-tuning of Llama, Mistral, and Gemma on custom datasets using LoRA/QLoRA — from data curation to evaluation and deployment.
Hugging FacePEFTAxolotlModalUnsloth
🎨
Generative Media
Image, audio, and video generation integrated into product workflows — DALL·E 3, Stable Diffusion XL, Sora, and ElevenLabs TTS/STS.
DALL·E 3SDXLComfyUIElevenLabsSora
📊
ML Ops & Serving
Model versioning, A/B evaluation, and high-throughput inference serving with auto-scaling GPU pods, vLLM batching, and Prometheus observability.
MLflowBentoMLvLLMTritonWeights & Biases
🤖
Agents & Automation
Multi-step autonomous agents with memory, tool use, and human-in-the-loop approval flows — shipped into production dashboards and Slack bots.
LangGraphAutoGenCrewAITool CallingMCP
🔒
AI Safety & Evals
Guardrails, hallucination detection, PII redaction, and systematic LLM evaluation frameworks to keep AI features reliable and compliant.
Guardrails AIRAGASDeepEvalCleanlabPromptFoo
⚡
Edge AI & WASM
Running quantised models (GGUF / INT4) directly in the browser via WebAssembly and WebGPU — zero-latency inference with full privacy.
llama.cppTransformers.jsWebGPUGGUFMLC LLM
AI Proficiency
Prompt Engineering & Chain-of-Thought95%
RAG Pipeline Design91%
LLM Fine-Tuning (LoRA/QLoRA)83%
Computer Vision (PyTorch)79%
Agent & Multi-Agent Systems87%
AI Product Integration93%
What I Build With AI
- 01Intelligent chatbots & co-pilots with persistent memory, tool use, and multi-step reasoning
- 02Document Q&A, semantic search, and enterprise knowledge bases (RAG)
- 03AI-powered recommendation and real-time personalisation engines
- 04Real-time anomaly detection, fraud prevention, and classification systems
- 05Generative content pipelines & creative tooling for marketing and product teams
- 06Autonomous multi-agent workflows replacing manual back-office processes
GPT-4oClaude 3.5Gemini 2.0Llama 3.3MistralQwen 2.5DeepSeek R1Phi-4
Engineering Stack
Technical Skills
Five years of full-stack engineering across frontend, backend, data, and cloud.
React 19 / Next.js 1596%
TypeScript94%
Tailwind CSS92%
Three.js / WebGL80%
Framer Motion85%
Testing (Vitest/Playwright)82%
Full Toolbox
ReactNext.jsTypeScriptTailwind CSSThree.jsWebGLGSAPFramer MotionRadix UIshadcn/uiZustandReact QueryStorybookVitestPlaywright
Node.js / Express93%
Python / FastAPI89%
Go75%
GraphQL84%
REST API Design95%
Microservices86%
Full Toolbox
Node.jsPythonGoFastAPIExpressGraphQLtRPCRESTPrismaDrizzle ORMWebSocketsgRPCBull MQZod
PostgreSQL90%
Redis88%
MongoDB80%
Vector DBs85%
Data Modelling87%
Query Optimisation83%
Full Toolbox
PostgreSQLRedisMongoDBSupabasePlanetScaleNeonpgvectorPineconeWeaviateElasticsearchClickHouseDynamoDBSQLite
AWS (EC2/S3/Lambda)85%
Docker / Kubernetes82%
CI/CD Pipelines90%
Terraform / IaC75%
Observability80%
Security & IAM78%
Full Toolbox
AWSGCPVercelDockerKubernetesTerraformGitHub ActionsPrometheusGrafanaDatadogNginxCloudflare WorkersPulumi
Ecosystem
Tools & Libraries
Every tool is battle-tested in shipped production projects, not just tutorials.
🤖
AI / ML
OpenAIAnthropicGoogle AILangChainLlamaIndexLangGraphPEFTAxolotlvLLMOllamaRAGASGuardrails AIWeights & BiasesModalBentoML
🎨
UI / Frontend
ReactNext.jsTailwindshadcn/uiRadix UIFramer MotionThree.jsD3.jsZustandReact QuerySWRStorybookVitest
🛠️
Backend & Infra
Node.jsFastAPIPrismaDrizzleSupabasePostgresRedisDockerKubernetesTerraformGitHub ActionsAWSVercelCloudflare
Credentials
Certs & Learning
☁️
AWS Solutions Architect
Amazon · 2024
📜
Google Cloud Professional
Google · 2023
🔐
Certified Kubernetes Admin
CNCF · 2022
🤖
DeepLearning.AI Specialisation
Coursera · 2023
Want to build something with AI?
I'm open to AI product consulting, co-building, and engineering contracts. Let's explore what's possible.